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A Library for Support Vector Machines

Known as: LIBLINEAR, LibSVM 
LIBSVM and LIBLINEAR are two popular open source machine learning libraries, both developed at the National Taiwan University and both written in C… 
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Related topics

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C++Coordinate descentGATEJava

Papers overview

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Highly Cited
2013
Highly Cited
2013
BudgetedSVM: a toolbox for scalable SVM approximations
We present BudgetedSVM, an open-source C++ toolbox comprising highly-optimized implementations of recently proposed algorithms… 
2012
2012
Modulation recognition of communication signals based on high order cumulants and support vector machine
2012
2012
Broadcast news audio classification using SVM binary trees
Audio classification is one of the most important task in content-based analysis and can be implemented in many audio… 
2011
2011
An Affine-Scaling Interior-Point Method for Continuous Knapsack Constraints with Application to Support Vector Machines
An affine-scaling algorithm (ASL) for optimization problems with a single linear equality constraint and box restrictions is… 
2011
2011
Comparison of scaling behavior between fuzzy c-means based classifier with many parameters and LibSVM
This paper reports the scaling behavior of the fuzzy c-means based classifier (FCMC) with many parameters. FCMC is a classifier… 
2011
2011
A dynamic approach to the selection of high order n-grams in phonotactic language recognition
Due to computational bounds, most SVM-based phonotactic language recognition systems consider only low-order n-grams (up to n = 3… 
2010
2010
An intelligent system for accelerating parallel SVM classification problems on large datasets using GPU
Support Vector Machine (SVM) is one of the most popular tools for solving general classification and regression problems because… 
2007
2007
SVM Classification for Large Data Sets by Considering Models of Classes Distribution
Despite of good theoretic foundations and high classification accuracy of support vector machines (SVM), normal SVM is not… 
2004
2004
Title : PSORTb v . 2 . 0 : Expanded prediction of bacterial protein subcellular localization and insights gained from comparative proteome analysis Running head : PSORTb Localization Prediction
Motivation: PSORTb v.1.1 is the most precise bacterial localization prediction tool available. However the program’s predictive… 
2001
2001
LIBSVM : a libraly for support vector machines
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